Ashok Ganesan and Aleksandra Siekierska from the SWITCH laboratory, under the direction of Frederic Rousseau and Joost Schymkowits show that there is an anti-correlation between the number of aggregation prone regions (APRs) in a protein’s sequence and its solubility, suggesting that mutational suppression of APRs could provide a simple strategy to increase protein solubility.